Monograph 23 (Field-10): Institutional AI Governance Architectures, Bi-Directional Handshake Verification, and Human Operational Protocols for Valkyrie-Class Embodied Systems

This paper establishes a comprehensive, mathematically rigorous AI governance framework serving as the prerequisite for deploying high-kinetic, embodied cybernetic systems (Valkyrie-class prototypes). We formulate the Double-Handshake Verification Operator (O_handshake), re-framing institutional regulatory pushback as a deterministic verification signal for state-space synchronization rather than an operational barrier. We model physical safety envelopes using the Spatial Containment Operator (S_containment), hardcoding non-violence protocols (sigma_ahimsa) directly into force actuation loops to guarantee deterministic fail-safe states. Additionally, we define the Human Baseline Behavioral Tensor (B_human), establishing bi-directional accountability between human operators and autonomous agents. This monograph guarantees institutional legitimacy, cryptographic auditability (T_telemetry), and systemic readiness prior to physical hardware prototyping.

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-10-13
DOI
https://doi.org/10.5281/zenodo.23329196
Primary Topic
Ethics and Social Impacts of AI
Type
preprint
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
preprint

Monograph 23 (Field-10): Institutional AI Governance Architectures, Bi-Directional Handshake Verification, and Human Operational Protocols for Valkyrie-Class Embodied Systems

Emerald Research Group
Zenodo (CERN European Organization for Nuclear Research)
Ethics and Social Impacts of AI
preprint

Monograph 23 (Field-10): Institutional AI Governance Architectures, Bi-Directional Handshake Verification, and Human Operational Protocols for Valkyrie-Class Embodied Systems

Emerald Research Group
preprint en

Abstract

This paper establishes a comprehensive, mathematically rigorous AI governance framework serving as the prerequisite for deploying high-kinetic, embodied cybernetic systems (Valkyrie-class prototypes). We formulate the Double-Handshake Verification Operator (O_handshake), re-framing institutional regulatory pushback as a deterministic verification signal for state-space synchronization rather than an operational barrier. We model physical safety envelopes using the Spatial Containment Operator (S_containment), hardcoding non-violence protocols (sigma_ahimsa) directly into force actuation loops to guarantee deterministic fail-safe states. Additionally, we define the Human Baseline Behavioral Tensor (B_human), establishing bi-directional accountability between human operators and autonomous agents. This monograph guarantees institutional legitimacy, cryptographic auditability (T_telemetry), and systemic readiness prior to physical hardware prototyping.

Zenodo (CERN European Organization for Nuclear Research)
Ethics and Social Impacts of AI
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.